Fall 2024 Projects Repository

📚 Overview

This repository contains a collection of projects completed during the Fall 2024 semester. Each project demonstrates technical skills in areas such as machine learning, big data, and database technologies.

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🗂️ Project List

1. Big Data Analysis in Social Media

   • Analyzing engagement trends across TikTok and YouTube to help influencer management groups optimize strategies.
   • Key Skills: Data cleaning, ETL pipelines, correlation analysis, Streamlit dashboards.

2. Detecting Suspicious TikTok Content Creators

   • Developing interpretable machine learning models to identify suspicious users based on behavioral patterns and content attributes.
   • Key Skills: Logistic Regression, Decision Trees, feature engineering, class imbalance resolution.

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🔗 Links

• Interactive Dashboards